Nonnegative Sparse Blind Source Separation for NMR Spectroscopy by Data Clustering, Model Reduction, and $\ell_1$ Minimization

2012 ◽  
Vol 5 (3) ◽  
pp. 886-911 ◽  
Author(s):  
Yuanchang Sun ◽  
Jack Xin
Keyword(s):  
Nmr Spectroscopy ◽  
Model Reduction ◽  
Blind Source Separation ◽  
Data Clustering ◽  
Source Separation ◽  
Clustering Model

scholarly journals A review of blind source separation in NMR spectroscopy

2014 ◽  
Vol 81 ◽  
pp. 37-64 ◽  
Author(s):  
Ichrak Toumi ◽  
Stefano Caldarelli ◽  
Bruno Torrésani
Keyword(s):  
Nmr Spectroscopy ◽  
Blind Source Separation ◽  
Source Separation

scholarly journals Challenges in the decomposition of 2D NMR spectra of mixtures of small molecules

2019 ◽  
Vol 218 ◽  
pp. 459-480 ◽  
Author(s):  
Afef Cherni ◽  
Elena Piersanti ◽  
Sandrine Anthoine ◽  
Caroline Chaux ◽  
Laetitia Shintu ◽  
...  
Keyword(s):  
Nmr Spectroscopy ◽  
Small Molecules ◽  
Blind Source Separation ◽  
Nmr Spectra ◽  
Source Separation ◽  
2D Nmr ◽  
Blind Identification ◽  
2D Nmr Spectra

In this paper we present a general approach for the blind identification of compounds from solutions using NMR spectroscopy and blind source separation algorithms.

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